It is the first attempt to combine covalent organic frameworks with hexagonal boron nitride (h-BN) to construct efficient metal-free photocatalyst. The composite displays superior photocatalytic hydrogen production performance in metal-free systems. The integrated porous h-BN can suppress electron backflow to optimize the composite photocatalytic activity.